WO2018018570A1 - Device and method for measuring electrocardiogram - Google Patents

Device and method for measuring electrocardiogram Download PDF

Info

Publication number
WO2018018570A1
WO2018018570A1 PCT/CN2016/092183 CN2016092183W WO2018018570A1 WO 2018018570 A1 WO2018018570 A1 WO 2018018570A1 CN 2016092183 W CN2016092183 W CN 2016092183W WO 2018018570 A1 WO2018018570 A1 WO 2018018570A1
Authority
WO
WIPO (PCT)
Prior art keywords
signal
digital
analog
filter
ecg signal
Prior art date
Application number
PCT/CN2016/092183
Other languages
French (fr)
Chinese (zh)
Inventor
王昆
杨楠
杨胤
Original Assignee
华为技术有限公司
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by 华为技术有限公司 filed Critical 华为技术有限公司
Priority to PCT/CN2016/092183 priority Critical patent/WO2018018570A1/en
Priority to CN201680080697.5A priority patent/CN108601544B/en
Publication of WO2018018570A1 publication Critical patent/WO2018018570A1/en

Links

Images

Classifications

    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/24Detecting, measuring or recording bioelectric or biomagnetic signals of the body or parts thereof
    • A61B5/30Input circuits therefor
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/24Detecting, measuring or recording bioelectric or biomagnetic signals of the body or parts thereof
    • A61B5/316Modalities, i.e. specific diagnostic methods
    • A61B5/318Heart-related electrical modalities, e.g. electrocardiography [ECG]

Definitions

  • Embodiments of the present invention relate to the field of medical device technology and, more particularly, to an apparatus and method for electrocardiographic measurement.
  • Electrocardiogram is an objective indicator of the occurrence, spread and recovery of cardiac excitability. During each cardiac cycle, the heart is excited by the pacemaker, the atria, and the ventricle. With the changes in bioelectricity, various forms of potential changes are extracted from the body surface by electrocardiograph. These figures are ECG.
  • the tissue and body fluid around the heart are electrically conductive, so the human body can be seen as a volume conductor with a length, width and thickness.
  • the heart is like a power source, and the sum of the action potential changes of numerous cardiomyocytes can be transmitted and reflected to the body surface. There are potential differences between many points on the body surface, and there are many points that are equal to each other.
  • the measurement of ECG is to obtain the waveform of the electrocardiogram by the voltage difference of the sensor on different parts of the human body surface.
  • the electrodes ie the potential sensors
  • the 12-lead ECG is the most common setting.
  • the 12-lead ECG includes three standard limb leads and six pre-cardiac lead. In hospital physical examination, often by the right arm, left arm and left leg. The lead consists of three steps.
  • the present application provides an apparatus and method for electrocardiographic measurement, which performs filtering processing on a digital electrocardiographic signal converted into an analog electrocardiographic signal, filters out interference signals brought by a hardware link, and improves signal accuracy. Therefore, the electrocardiogram measurement can be successfully realized even in the case of a small number of leads, thereby making the device have a small volume, allowing the electrocardiogram measurement to enter an ordinary household, and bringing daily home care to the home user.
  • a device for electrocardiographic measurement comprising: a signal collector, an analog to digital converter and a filter, the signal collector being electrically connected to the analog to digital converter, the analog to digital conversion The device is electrically connected to the filter; wherein the signal collector is configured to acquire an analog ECG signal; the analog to digital converter is configured to convert the analog ECG signal into a first digital ECG signal; the filter And filtering the interference signal caused by the link existing in the first digital ECG signal to obtain a second digital ECG signal, where the link is a link between the signal collector and the filter.
  • the apparatus for electrocardiographic measurement filters the digital electrocardiographic signal converted into the simulated analog electrocardiographic signal, filters out the interference signal brought by the hardware link, and improves the accuracy of the signal.
  • the degree of ECG measurement can be successfully achieved even in the case of a small number of leads, thereby enabling the device to have a small volume, enabling ECG measurement to enter an ordinary household, and bringing daily home care to the home user.
  • the filter is a matched filter, and the filter coefficient of the filter is based on the first reference signal transmitted at a position of the signal collector, The functional relationship between the second reference signal generated by the first signal received at the location of the filter and the least squares method are determined.
  • a reference signal when designing the filter, a reference signal can be transmitted at the position of the signal collector, and the reference signal passes through the signal collector and the analog-to-digital converter to reach the position of the filter, and is subjected to the signal collector and the filter.
  • the interference of the link between the devices receives the reference signal at the beginning of the circuit of the filter, and the relationship between the received reference signal and the transmitted reference signal can be described by a functional relationship, according to this functional relationship and the minimum two Multiplication can obtain the filter coefficient that maximizes the signal-to-noise ratio of the reference signal when filtering the reference signal.
  • the second digital ECG signal is passed through a low-pass filter to filter out interference signals such as myoelectric signals and respiratory signals in the second digital ECG signal.
  • the first digital ECG signal may be first passed through a low-pass filter to filter out the interference signals such as the EMG signal and the respiratory signal in the first digital ECG signal, and then the digital ECG obtained after passing through the low-pass filter.
  • the signal is further filtered to filter out interference signals from the hardware link.
  • the matched filter includes N-1 delay registers, N multipliers, and N adders;
  • the N-1 delay registers are sequentially connected in series, and the input end of the matched filter is coupled to the input end of the first delay register and the input end of the first multiplier, respectively, and the output end of the i-th delay register is coupled To the input of the i+1th multiplier, the output of the i-th multiplier is coupled to the input of the i-th adder, the N adders are connected in series, and the output of the Nth adder matches the An output of the filter is coupled; wherein the first digital ECG signal is from the matched filter Input input, the signal output by the matched filter is the second digital ECG signal; i is 1, 2...N-1, and N is a positive integer greater than 1.
  • the signal collector includes a first potential sensor and And a second potential sensor, the signal collector is configured to: acquire the simulated ECG signal by sensing the potential difference change between the first position and the second position by the first potential sensor and the second potential sensor.
  • the apparatus for electrocardiographic measurement of the embodiment of the present invention only needs two potential sensors to acquire the electrocardiographic signal, and the device of the electrocardiographic measurement in the prior art uses less potential sensors, so that the device The volume can be smaller, easy to use and carry.
  • the apparatus further includes a signal amplifier,
  • the signal amplifier is electrically connected to the signal collector and the analog-to-digital converter; the signal amplifier is configured to amplify the analog electrocardiographic signal to obtain an amplified analog electrocardiogram signal; wherein the analog-to-digital converter Specifically, the method is: converting the amplified analog electrocardiographic signal into a first digital electrocardiographic signal.
  • the device further includes a memory, the memory The signal collector, the analog to digital converter and the filter are electrically connected; the memory is configured to store the analog ECG signal, the first digital ECG signal and the second digital ECG signal.
  • the device further includes a display; the display And for presenting to the user an electrocardiogram waveform corresponding to the second digital ECG signal.
  • the device further includes a Bluetooth module,
  • the Bluetooth module is electrically connected to the filter; the Bluetooth module is configured to transmit the second digital ECG signal to the mobile terminal by using a Bluetooth protocol, so that the mobile terminal stores the second digital ECG signal and presents the signal to the user The ECG waveform corresponding to the second digital ECG signal.
  • the ECG signal can be saved and analyzed by the mobile terminal, which can reduce the complexity of the ECG measuring device.
  • the device includes a universal serial bus USB module, and the USB module is electrically connected to the filter; the USB module is configured according to a USB connection protocol
  • the second digital ECG signal is output to the mobile terminal, so that the mobile terminal stores the second digital ECG signal and presents the ECG waveform corresponding to the second digital ECG signal to the user.
  • the device is a weight scale, the weight meter further comprising a housing, the first potential sensor is located in the housing At a position on the surface corresponding to the left foot of the subject, the second potential sensor is located at a position on the surface of the housing corresponding to the right foot of the subject.
  • a method for electrocardiographic measurement is provided, the method being performed by the apparatus of any of the first aspect or the first aspect of the first aspect.
  • a computer readable medium for storing a computer program, the computer program comprising instructions for performing the method of the second aspect.
  • FIG. 1 is a schematic block diagram of an apparatus for electrocardiographic measurement according to an embodiment of the present invention
  • FIG. 2 is a schematic diagram of a circuit of a matched filter in accordance with an embodiment of the present invention
  • FIG. 3 is another schematic block diagram of an apparatus for electrocardiographic measurement in accordance with an embodiment of the present invention.
  • FIG. 4 is still another schematic block diagram of an apparatus for electrocardiographic measurement according to an embodiment of the present invention.
  • FIG. 5 is still another schematic block diagram of an apparatus for electrocardiographic measurement according to an embodiment of the present invention.
  • FIG. 6 is still another schematic block diagram of an apparatus for electrocardiographic measurement according to an embodiment of the present invention.
  • Figure 7 is a schematic illustration of a weight scale in accordance with an embodiment of the present invention.
  • FIG. 8 is a schematic flow chart of a method for electrocardiographic measurement in accordance with an embodiment of the present invention.
  • the principle of electrocardiographic measurement is first introduced here.
  • the heart Before the mechanical contraction, the heart first produces electrical excitation, which generates bioelectric current. Since the tissue and body fluid around the heart can conduct electricity, the bioelectric current will be transmitted to the body surface through tissues and body fluids, and different potential changes will be generated in different parts of the body.
  • the two potential sensors are in contact with the two parts of the body surface, and can be used to sense the change of the potential difference between the two parts.
  • the dynamic curve formed by recording the change of the potential difference is an electrocardiogram (Electrocardiogram, referred to as "ECG").
  • the potential sensor may also be referred to as an "electrode” or an “electrocardiographic electrode”, and the currently used Ag/AgCl electrode may be used, which is not limited in the present invention.
  • the apparatus 10 includes a signal collector 11, an analog to digital converter 12, and a filter 13, the analog to digital converter 12
  • the signal collector 11 is electrically connected, and the filter 13 is electrically connected to the analog-to-digital converter 12:
  • the signal collector 11 is configured to acquire an analog ECG signal
  • the analog to digital converter 12 is configured to convert the analog ECG signal into a first digital ECG signal
  • the filter 13 is configured to filter out an interference signal caused by the link existing in the first digital ECG signal to obtain a second digital ECG signal, where the link is the signal collector 11 and the filter 13 The link between.
  • the analog ECG signal acquired by the signal collector 11 is very weak, usually on the order of microvolts to millivolts.
  • the ECG signal needs to be amplified, as shown in FIG.
  • the device 10 further includes a signal amplifier 14 electrically connected to the signal collector 11 and the analog-to-digital converter 12 for amplifying the analog ECG signal acquired by the signal collector 11 to obtain an amplified process. Simulate ECG signals.
  • the device 10 further includes a memory 15 for storing the analog ECG signal acquired by the signal collector 11, the first digital ECG signal, and the second digital ECG signal.
  • the filter 13 is a matched filter, and the circuit of the matched filter is as shown in FIG. 2.
  • the matched filter shown in FIG. 2 includes N-1 delay registers, N multipliers, and N.
  • Adder, X(n)-X(n-N+1) in Fig. 2 represents a digital ECG signal, and h(0)-h(N-1) represents the filter coefficient of the matched filter.
  • matched filter in FIG. 2 is only an example.
  • the matched filter in the embodiment of the present invention may also be other types of matched filters in the prior art, and will not be described in detail herein.
  • the specific method may be to transmit a relatively high reference signal R1 at the signal collector 11 at
  • the reference signal S1 generated by the reference signal R1 is acquired at the beginning of the circuit of the matched filter, and the functional relationship between S1 and R1 is usually expressed as equation (1):
  • H represents the channel parameter matrix at the beginning of the circuit from the signal collector 11 to the matched filter.
  • filter coefficients can be obtained according to the formulas (1)-(3) and the least squares method:
  • H * INV(A1 T *A1)*A1 T *S1 (2)
  • H * represents the inverse matrix of H
  • the elements in H * are the filter coefficients
  • INV() represents the inverse operation of the matrix
  • A1 is the covariance obtained by processing the acquired reference signal S1.
  • Matrix, A1 T represents the transposed matrix of A1.
  • the received signal S' can be expressed as equation (4):
  • the signal received at the end of the circuit of the matched filter is the original reference signal, whereby the first digital ECG signal is filtered by the matched filter, and the collected ECG can be obtained theoretically without loss.
  • Signal in the actual application scenario, can get ECG with high signal to noise ratio signal.
  • the form of the filter in the embodiment of the present invention is not limited to the linear filter, and may be a non-linear filter of other forms.
  • the method for determining the filter coefficient by transmitting the reference signal as described above is also the same. Determination of the filter coefficients for a nonlinear filter.
  • the simulated electrocardiographic signal acquired by the signal collector 11 may further include an interference signal such as a myoelectric signal and a respiratory signal of the human body, so an ordinary filter circuit (low pass) may be added after the matched filter. Filter circuit), filtering out interference signals such as myoelectric signals and respiratory signals.
  • an interference signal such as a myoelectric signal and a respiratory signal of the human body
  • an ordinary filter circuit low pass
  • Filter circuit filtering out interference signals such as myoelectric signals and respiratory signals.
  • the wavelet denoising process can be performed on the digital electrocardiographic signal after the filter 13.
  • the implementation of the specific wavelet denoising can be selected according to actual needs, which is not limited by the present invention.
  • the signal collector 11 includes a first potential sensor 111 and a second potential sensor 112, and the signal collector 11 specifically passes through the first potential sensor 111 and the second potential sensor 112. A change in the potential difference between the first position and the second position is measured to obtain an analog ECG signal.
  • the device 10 may further include an audio circuit 16 and a speaker 161.
  • the audio circuit 16 is electrically connected to the signal collector 11, and the audio circuit 16 may convert the received audio data.
  • the electrical signal is transmitted to the speaker 161 and converted into a sound signal output by the speaker 161, whereby the device 10 can inform the testee of the success or failure of the electrocardiogram by voice prompting, for example, if the signal collector 11 successfully acquires the subject The electrocardiographic signal, the speaker 161 can emit a "successful measurement" prompt sound, if the signal collector 11 does not successfully acquire the electrocardiographic signal of the test subject, the speaker 161 can issue a "measurement failed, please re-measure" prompt tone, The subject can judge whether the measurement is successful according to the prompt tone.
  • the device 10 further includes a display 17.
  • the display 17 is electrically connected to the signal collector 11 and the filter 13.
  • the display 17 can be a liquid crystal display (referred to as a liquid crystal display). LCD"
  • the display 17 is provided with a measurement prompt light 171 (which may be a light-emitting diode).
  • the measurement prompt light 171 is illuminated to inform the measured person that the signal is successfully collected. The person being measured can stop contact with the device 10.
  • the measurement indicator 171 issues a warning signal (for example, the measurement indicator lamp 171 is always in a flashing state). The prompting person is re-contacted with the device 10 to complete the measurement.
  • the measurement time countdown starts to be displayed on the display 17, for example, if the signal collector 11 successfully acquires the electrocardiographic signal of the subject, it takes 5 seconds, when the subject contacts the device 10. At the same time, the display 17 counts down from 5, and when the displayed number is 0, it indicates that the signal collector 11 has successfully acquired the ECG signal of the subject.
  • the display 17 is further configured to present to the user an electrocardiographic waveform corresponding to the second digital electrocardiographic signal.
  • FIG. 6 shows still another schematic block diagram of a device 10 according to an embodiment of the present invention.
  • the device 10 further includes: a Bluetooth module 18. Therefore, the device 10 can be paired with the mobile terminal through the Bluetooth module 18, and the mobile terminal can be a smart phone, a tablet computer or a notebook computer.
  • the second digital ECG signal is transmitted to the mobile terminal through the Bluetooth module 18, the mobile terminal stores the second digital ECG signal, and the second digital ECG signal is analyzed by professional software.
  • An electrocardiographic waveform is generated based on the second digital electrocardiographic signal, and the electrocardiographic waveform is displayed on a display screen.
  • the standard ECG waveform can be stored in advance in the mobile terminal. After the ECG waveform is generated by the mobile terminal, the generated ECG waveform is compared with the standard ECG waveform, and the health condition of the test subject is judged according to the comparison result.
  • the device 10 further includes: a serial bus (Universal Serial Bus, "USB") module 19, and the device 10 can communicate with the mobile terminal according to the USB connection protocol through the USB module 19.
  • a connection is made to transmit a second digital ECG signal to the mobile terminal, so that the mobile terminal processes the received digital ECG signal.
  • USB Universal Serial Bus
  • device 10 does not constitute a limitation to the device 10, may include more or fewer components than those illustrated, or may combine certain components, or different Parts layout.
  • device 10 may also include a power source, a Wireless Fidelity ("WiFi”) module, etc. for powering various components of device 10.
  • WiFi Wireless Fidelity
  • the device 10 is the scale shown in FIG. 7, the scale includes a housing, the first potential sensor 111 is located at the left foot position on the housing, and the second potential sensor 112 is located on the right foot of the housing.
  • the weight scale starts the measurement, and the first potential sensor 111 and the second potential sensor 112 sense the change of the potential difference between the feet of the testee.
  • the ECG signal of the subject is provided with a measurement start switch.
  • the test subject manually opens the measurement switch on the body device 10 to start measuring the ECG signal of the test subject. It can be understood that if the device 10 is not a weight scale, the positions of the first potential sensor 111 and the second potential sensor 112 can be Place it in any position that is convenient for contact with the subject's body.
  • the weight scale may further include a display 17 on which the measurement prompt light 171 is disposed, and the specific working method of the display 17 and the measurement indicator light 171 is the same as described above. No longer.
  • method 1000 includes:
  • filtering the interference signal caused by the link existing in the first digital ECG signal includes: filtering the first digital ECG signal by using a matched filter An interference signal brought by the link, the filter coefficient of the matched filter is received by the first reference signal transmitted at a position of the analog ECG signal, at the position of the matched filter A functional relationship between a second reference signal produced by a signal and a least squares method.
  • the matched filter includes N-1 delay registers, N multipliers, and N adders; wherein the N-1 delay registers are sequentially connected in series, and the matched filter is The input end is coupled to the input of the first delay register and the input of the first multiplier, respectively, and the output of the i th delay register is coupled to the input of the i+1th multiplier, the ith multiplication
  • the output of the device is coupled to the input of the i-th adder, the N adders are connected in series, and the output of the Nth adder is coupled to the output of the matched filter; wherein the first digital electrocardiogram A signal is input from an input of the matched filter, and the signal output by the matched filter is the second digital ECG signal; i is 1, 2...N-1, and N is a positive integer greater than one.
  • the S1100 is specifically configured to: acquire the simulated ECG signal by sensing a change in a potential difference between the first location and the second location.
  • the method further includes: performing amplification processing on the analog ECG signal to obtain an analog ECG signal after the amplification process;
  • the S1200 is specifically configured to: convert the amplified analog electrocardiographic signal into a first digital electrocardiographic signal.
  • the method further includes: storing the analog ECG signal, the first digital ECG signal, and the second digital ECG signal.
  • the method further includes: presenting, to the user, an ECG waveform corresponding to the second digital ECG signal.
  • the presenting the ECG waveform corresponding to the second digital signal to the user may be: transmitting the second digital ECG signal to the mobile terminal by using a Bluetooth protocol, so that the mobile terminal stores the And a second digital ECG signal, and presenting to the user an ECG waveform corresponding to the second digital ECG signal.
  • the presenting the ECG waveform corresponding to the second digital signal to the user may be: outputting the second digital ECG signal to the mobile terminal according to the universal serial bus USB connection protocol, so as to facilitate The mobile terminal stores the second digital ECG signal and presents the user with an ECG waveform corresponding to the second digital ECG signal.
  • the digital electrocardiographic signal converted into the simulated analog electrocardiographic signal is filtered, the interference signal brought by the hardware link is filtered out, and the signal is improved.
  • the degree of ECG measurement can be successfully achieved even in the case of a small number of leads, thereby enabling the device to have a small volume, enabling ECG measurement to enter an ordinary household, and bringing daily home care to the home user.
  • the disclosed systems, devices, and methods may be implemented in other manners.
  • the device embodiments described above are merely illustrative.
  • the division of the unit is only a logical function division.
  • there may be another division manner for example, multiple units or components may be combined or Can be integrated into another system, or some features can be ignored or not executed.
  • the mutual coupling or direct coupling or communication connection shown or discussed may be indirect coupling through some interface, device or unit.
  • a communication connection which may be in electrical, mechanical or other form.
  • the units described as separate components may or may not be physically separated, and the components displayed as units may or may not be physical units, that is, may be located in one place, or may be distributed to multiple network units. Some or all of the units may be selected according to actual needs to achieve the purpose of the solution of the embodiment.
  • each functional unit in each embodiment of the present invention may be integrated into one processing unit, or each unit may exist physically separately, or two or more units may be integrated into one unit.
  • the functions may be stored in a computer readable storage medium if implemented in the form of a software functional unit and sold or used as a standalone product.
  • the technical solution of the present invention which is essential or contributes to the prior art, or a part of the technical solution, may be embodied in the form of a software product, which is stored in a storage medium, including
  • the instructions are used to cause a computer device (which may be a personal computer, server, or network device, etc.) to perform all or part of the steps of the methods described in various embodiments of the present invention.
  • the foregoing storage medium includes: a U disk, a mobile hard disk, a read-only memory (ROM), a random access memory (RAM), a magnetic disk, or an optical disk, and the like. .

Landscapes

  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Medical Informatics (AREA)
  • Biophysics (AREA)
  • Pathology (AREA)
  • Engineering & Computer Science (AREA)
  • Biomedical Technology (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Physics & Mathematics (AREA)
  • Molecular Biology (AREA)
  • Surgery (AREA)
  • Animal Behavior & Ethology (AREA)
  • General Health & Medical Sciences (AREA)
  • Public Health (AREA)
  • Veterinary Medicine (AREA)
  • Cardiology (AREA)
  • Measurement And Recording Of Electrical Phenomena And Electrical Characteristics Of The Living Body (AREA)

Abstract

A device (10) and a method for measuring an electrocardiogram. The device (10) comprises: a signal collector (11), an analog-to-digital converter (12), and a wave filter (13). The signal collector (11) is electrically connected to the analog-to-digital converter (12), and the analog-to-digital converter (12) is electrically connected to the wave filter (13). The signal collector (11) is used for acquiring an analog electrocardiogram signal. The analog-to-digital converter (12) is used for converting the analog electrocardiogram signal to a first digital electrocardiogram signal. The wave filter (13) is used for filtering and removing an interfering signal, generated by a circuitry between the signal collector (11) and the wave filter (13), and present in the first digital electrocardiogram signal, to obtain a second digital electrocardiogram signal. The device (10) filters and removes an interference, generated by hardware circuitry, from an electrocardiogram signal, improving the precision of the electrocardiogram signal and allowing electrocardiogram measurement even when using less leads. The device (10) also has a small volume, making home electrocardiogram monitoring feasible and achieving daily healthcare for a family setting.

Description

用于心电测量的装置和方法Apparatus and method for ECG measurement 技术领域Technical field
本发明实施例涉及医疗器械技术领域,并且更具体地,涉及用于心电测量的装置和方法。Embodiments of the present invention relate to the field of medical device technology and, more particularly, to an apparatus and method for electrocardiographic measurement.
背景技术Background technique
心电图(Electrocardiogram,简称为“ECG”)是心脏兴奋的发生、传播及恢复过程的客观指标。心脏在每个心动周期中,由起搏点、心房、心室相继兴奋,伴随着生物电的变化,通过心电描记器从体表引出多种形式的电位变化的图形,这些图形即为ECG。Electrocardiogram (ECG) is an objective indicator of the occurrence, spread and recovery of cardiac excitability. During each cardiac cycle, the heart is excited by the pacemaker, the atria, and the ventricle. With the changes in bioelectricity, various forms of potential changes are extracted from the body surface by electrocardiograph. These figures are ECG.
心脏周围的组织和体液都能导电,因此可以将人体看成为一个具有长、宽、厚三度空间的容积导体。心脏好比电源,无数心肌细胞动作电位变化的总和可以传导并反映到体表。在体表很多点之间存在着电位差,也有很多点彼此之间是等电的。The tissue and body fluid around the heart are electrically conductive, so the human body can be seen as a volume conductor with a length, width and thickness. The heart is like a power source, and the sum of the action potential changes of numerous cardiomyocytes can be transmitted and reflected to the body surface. There are potential differences between many points on the body surface, and there are many points that are equal to each other.
ECG的测量是通过传感器在人体表面通过不同部位的电压差得到心电图的波形。现有ECG的测量中,电极即电势传感器,放置在胸部和/或四肢各个部位,导联来自ECG电极的各种数字组合。在临床环境中,12导联ECG是最常见的设置,12导联ECG包括三个标准肢体导联以及6个心前区导联,在医院体检中,经常由右臂、左臂和左腿导联组成,进行三分频。The measurement of ECG is to obtain the waveform of the electrocardiogram by the voltage difference of the sensor on different parts of the human body surface. In the measurement of existing ECGs, the electrodes, ie the potential sensors, are placed in various parts of the chest and/or limbs, leading to various digital combinations from the ECG electrodes. In the clinical setting, the 12-lead ECG is the most common setting. The 12-lead ECG includes three standard limb leads and six pre-cardiac lead. In hospital physical examination, often by the right arm, left arm and left leg. The lead consists of three steps.
现有ECG的测量中,检测ECG的导联很多,导致检测设备体积大,功耗高,基本上属于医院专用设备,用户必须到具有上述设备的医院进行心电图检测,给用户带来不便。In the measurement of the existing ECG, there are many leads for detecting the ECG, which results in a large volume of the detection device and high power consumption, and basically belongs to a hospital-specific device. The user must go to the hospital with the above device to perform electrocardiogram detection, which brings inconvenience to the user.
发明内容Summary of the invention
本申请提供一种用于心电测量的装置和方法,对采集到的模拟心电信号转换成的数字心电信号进行滤波处理,滤除硬件链路带来的干扰信号,提高信号的准确度,使得在导联数量较少的情况下也能成功实现心电测量,由此可以使装置具有较小的体积,使心电测量进入普通家庭,为家庭用户带来日常家庭保健。The present application provides an apparatus and method for electrocardiographic measurement, which performs filtering processing on a digital electrocardiographic signal converted into an analog electrocardiographic signal, filters out interference signals brought by a hardware link, and improves signal accuracy. Therefore, the electrocardiogram measurement can be successfully realized even in the case of a small number of leads, thereby making the device have a small volume, allowing the electrocardiogram measurement to enter an ordinary household, and bringing daily home care to the home user.
第一方面,提供了一种用于心电测量的装置,该装置包括:信号采集器、模数转换器和滤波器,该信号采集器与该模数转换器电性连接,该模数转换 器与该滤波器电性连接;其中,该信号采集器,用于获取模拟心电信号;该模数转换器,用于将该模拟心电信号转换为第一数字心电信号;该滤波器,用于滤除该第一数字心电信号中存在的由链路带来的干扰信号,得到第二数字心电信号,该链路为该信号采集器与该滤波器之间的链路。In a first aspect, a device for electrocardiographic measurement is provided, the device comprising: a signal collector, an analog to digital converter and a filter, the signal collector being electrically connected to the analog to digital converter, the analog to digital conversion The device is electrically connected to the filter; wherein the signal collector is configured to acquire an analog ECG signal; the analog to digital converter is configured to convert the analog ECG signal into a first digital ECG signal; the filter And filtering the interference signal caused by the link existing in the first digital ECG signal to obtain a second digital ECG signal, where the link is a link between the signal collector and the filter.
因此,根据本发明实施例的用于心电测量的装置,对采集到的模拟心电信号转换成的数字心电信号进行滤波处理,滤除硬件链路带来的干扰信号,提高信号的准确度,使得在导联数量较少的情况下也能成功实现心电测量,由此可以使装置具有较小的体积,使心电测量进入普通家庭,为家庭用户带来日常家庭保健。Therefore, the apparatus for electrocardiographic measurement according to the embodiment of the present invention filters the digital electrocardiographic signal converted into the simulated analog electrocardiographic signal, filters out the interference signal brought by the hardware link, and improves the accuracy of the signal. The degree of ECG measurement can be successfully achieved even in the case of a small number of leads, thereby enabling the device to have a small volume, enabling ECG measurement to enter an ordinary household, and bringing daily home care to the home user.
结合第一方面,在第一方面的第一种可能的实现方式中,该滤波器为匹配滤波器,该滤波器的滤波系数是根据在该信号采集器的位置处发射的第一参考信号、在该滤波器的位置处接收到的由该第一信号产生的第二参考信号之间的函数关系和最小二乘法确定的。In conjunction with the first aspect, in a first possible implementation of the first aspect, the filter is a matched filter, and the filter coefficient of the filter is based on the first reference signal transmitted at a position of the signal collector, The functional relationship between the second reference signal generated by the first signal received at the location of the filter and the least squares method are determined.
也就是说,在设计滤波器时,可以在信号采集器的位置处发射一个参考信号,参考信号经过信号采集器、模数转换器到达滤波器的位置的过程中,会受到信号采集器与滤波器之间的链路的干扰,在滤波器的电路的开始位置接收这个参考信号,接收到的参考信号与发射的参考信号之间的关系可以通过函数关系来描述,根据这个函数关系和最小二乘法就可以得到对参考信号进行滤波时,使得参考信号的信噪比最大的滤波系数。That is to say, when designing the filter, a reference signal can be transmitted at the position of the signal collector, and the reference signal passes through the signal collector and the analog-to-digital converter to reach the position of the filter, and is subjected to the signal collector and the filter. The interference of the link between the devices receives the reference signal at the beginning of the circuit of the filter, and the relationship between the received reference signal and the transmitted reference signal can be described by a functional relationship, according to this functional relationship and the minimum two Multiplication can obtain the filter coefficient that maximizes the signal-to-noise ratio of the reference signal when filtering the reference signal.
可选地,将第二数字心电信号经过低通滤波器,滤除第二数字心电信号中的肌电信号、呼吸信号等干扰信号。Optionally, the second digital ECG signal is passed through a low-pass filter to filter out interference signals such as myoelectric signals and respiratory signals in the second digital ECG signal.
或者,可以先将第一数字心电信号经过低通滤波器,滤除第一数字心电信号中的肌电信号、呼吸信号等干扰信号,之后将经过低通滤波器后得到的数字心电信号进行进一步滤波处理,滤除硬件链路带来的干扰信号。Alternatively, the first digital ECG signal may be first passed through a low-pass filter to filter out the interference signals such as the EMG signal and the respiratory signal in the first digital ECG signal, and then the digital ECG obtained after passing through the low-pass filter. The signal is further filtered to filter out interference signals from the hardware link.
结合第一方面的第一种可能的实现方式,在第一方面的第二种可能的实现方式中,该匹配滤波器包括N-1个延迟寄存器、N个乘法器和N个加法器;其中,该N-1个延迟寄存器依次串联,该匹配滤波器的输入端与分别与第1个延迟寄存器的输入端和第1个乘法器的输入端相耦合,第i个延迟寄存器的输出端耦合到第i+1个乘法器的输入端,第i个乘法器的输出端耦合到第i个加法器的输入端,该N个加法器依次串联,第N个加法器的输出端与该匹配滤波器的输出端相耦合;其中,该第一数字心电信号从该匹配滤波器的 输入端输入,该匹配滤波器输出的信号为该第二数字心电信号;i为1,2…N-1,N为大于1的正整数。In conjunction with the first possible implementation of the first aspect, in a second possible implementation of the first aspect, the matched filter includes N-1 delay registers, N multipliers, and N adders; The N-1 delay registers are sequentially connected in series, and the input end of the matched filter is coupled to the input end of the first delay register and the input end of the first multiplier, respectively, and the output end of the i-th delay register is coupled To the input of the i+1th multiplier, the output of the i-th multiplier is coupled to the input of the i-th adder, the N adders are connected in series, and the output of the Nth adder matches the An output of the filter is coupled; wherein the first digital ECG signal is from the matched filter Input input, the signal output by the matched filter is the second digital ECG signal; i is 1, 2...N-1, and N is a positive integer greater than 1.
结合第一方面,或第一方面的第一种可能的实现方式或第二种可能的实现方式,在第一方面的第三种可能的实现方式中,该信号采集器包括第一电势传感器和第二电势传感器,该信号采集器具体用于:通过该第一电势传感器和该第二电势传感器感测第一位置和第二位置之间的电势差变化获取该模拟心电信号。With reference to the first aspect, or the first possible implementation manner or the second possible implementation manner of the first aspect, in a third possible implementation manner of the first aspect, the signal collector includes a first potential sensor and And a second potential sensor, the signal collector is configured to: acquire the simulated ECG signal by sensing the potential difference change between the first position and the second position by the first potential sensor and the second potential sensor.
也就是说,本发明实施例的用于心电测量的装置只需要两个电势传感器获取心电信号,相比于现有技术中的心电测量的装置,采用更少的电势传感器,使得装置体积可以更小,便于使用和携带。That is to say, the apparatus for electrocardiographic measurement of the embodiment of the present invention only needs two potential sensors to acquire the electrocardiographic signal, and the device of the electrocardiographic measurement in the prior art uses less potential sensors, so that the device The volume can be smaller, easy to use and carry.
结合第一方面,第一方面的第一种至第三种可能的实现方式中任一可能的实现方式,在第一方面的第四种可能的实现方式中,该装置还包括信号放大器,该信号放大器与该信号采集器和该模数转换器电性连接;该信号放大器,用于将该模拟心电信号进行放大处理,得到放大处理后的模拟心电信号;其中,该模数转换器具体用于:将该放大处理后的模拟心电信号转换为第一数字心电信号。With reference to the first aspect, any one of the first to third possible implementations of the first aspect, in a fourth possible implementation of the first aspect, the apparatus further includes a signal amplifier, The signal amplifier is electrically connected to the signal collector and the analog-to-digital converter; the signal amplifier is configured to amplify the analog electrocardiographic signal to obtain an amplified analog electrocardiogram signal; wherein the analog-to-digital converter Specifically, the method is: converting the amplified analog electrocardiographic signal into a first digital electrocardiographic signal.
结合第一方面,第一方面的第一种至第四种可能的实现方式中任一可能的实现方式,在第一方面的第五种可能的实现方式中,该装置还包括存储器,该存储器与该信号采集器、该模数转换器和该滤波器电性连接;该存储器,用于存数该模拟心电信号、该第一数字心电信号和该第二数字心电信号。With reference to the first aspect, any one of the possible implementations of the first to fourth possible implementations of the first aspect, in a fifth possible implementation of the first aspect, the device further includes a memory, the memory The signal collector, the analog to digital converter and the filter are electrically connected; the memory is configured to store the analog ECG signal, the first digital ECG signal and the second digital ECG signal.
结合第一方面,第一方面的第一种至第五种可能的实现方式中任一可能的实现方式,在第一方面的第六种可能的实现方式中,该装置还包括显示器;该显示器,用于向用户呈现该第二数字心电信号对应的心电波形。With reference to the first aspect, any one of the possible implementations of the first to fifth possible implementations of the first aspect, in a sixth possible implementation of the first aspect, the device further includes a display; the display And for presenting to the user an electrocardiogram waveform corresponding to the second digital ECG signal.
结合第一方面,第一方面的第一种至第五种可能的实现方式中任一可能的实现方式,在第一方面的第七种可能的实现方式中,该装置还包括蓝牙模块,该蓝牙模块与该滤波器电性连接;该蓝牙模块,用于将该第二数字心电信号通过蓝牙协议传送至移动终端,以便于该移动终端存储该第二数字心电信号,并向用户呈现该第二数字心电信号对应的心电波形。With reference to the first aspect, any one of the possible implementations of the first to fifth possible implementations of the first aspect, in a seventh possible implementation of the first aspect, the device further includes a Bluetooth module, The Bluetooth module is electrically connected to the filter; the Bluetooth module is configured to transmit the second digital ECG signal to the mobile terminal by using a Bluetooth protocol, so that the mobile terminal stores the second digital ECG signal and presents the signal to the user The ECG waveform corresponding to the second digital ECG signal.
由此可以通过移动终端对心电信号进行保存和分析,可以降低心电测量装置的复杂度。Therefore, the ECG signal can be saved and analyzed by the mobile terminal, which can reduce the complexity of the ECG measuring device.
结合第一方面,第一方面的第一种至第五种可能的实现方式中任一可能 的实现方式,在第一方面的第八种可能的实现方式中,该装置包括通用串行总线USB模块,该USB模块与该滤波器电性连接;该USB模块,用于根据USB连接协议将该第二数字心电信号输出至移动终端,以便于该移动终端存储该第二数字心电信号,并向用户呈现该第二数字心电信号对应的心电波形。In combination with the first aspect, any of the first to fifth possible implementations of the first aspect is possible In an eighth implementation manner of the first aspect, the device includes a universal serial bus USB module, and the USB module is electrically connected to the filter; the USB module is configured according to a USB connection protocol The second digital ECG signal is output to the mobile terminal, so that the mobile terminal stores the second digital ECG signal and presents the ECG waveform corresponding to the second digital ECG signal to the user.
结合第一方面的第三种可能的实现方式,在第一方面的第九种可能的实现方式中,该装置为体重计,该体重计还包括壳体,该第一电势传感器位于该壳体的表面上与被测者的左脚掌对应的位置处,该第二电势传感器位于该壳体的表面上与被测者的右脚掌对应的位置处。In conjunction with the third possible implementation of the first aspect, in a ninth possible implementation of the first aspect, the device is a weight scale, the weight meter further comprising a housing, the first potential sensor is located in the housing At a position on the surface corresponding to the left foot of the subject, the second potential sensor is located at a position on the surface of the housing corresponding to the right foot of the subject.
第二方面,提供了一种用于心电测量的方法,该方法由上述第一方面或第一方面的任意可能的实现方式中的装置执行。In a second aspect, a method for electrocardiographic measurement is provided, the method being performed by the apparatus of any of the first aspect or the first aspect of the first aspect.
第三方面,提供了一种计算机可读介质,用于存储计算机程序,该计算机程序包括用于执行第二方面中的方法的指令。In a third aspect, a computer readable medium is provided for storing a computer program, the computer program comprising instructions for performing the method of the second aspect.
附图说明DRAWINGS
为了更清楚地说明本发明实施例的技术方案,下面将对本发明实施例中所需要使用的附图作简单地介绍,显而易见地,下面所描述的附图仅仅是本发明的一些实施例,对于本领域普通技术人员来讲,在不付出创造性劳动的前提下,还可以根据这些附图获得其他的附图。In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings to be used in the embodiments of the present invention will be briefly described below. It is obvious that the drawings described below are only some embodiments of the present invention, Those skilled in the art can also obtain other drawings based on these drawings without paying any creative work.
图1是本发明实施例的用于心电测量的装置的示意性框图;1 is a schematic block diagram of an apparatus for electrocardiographic measurement according to an embodiment of the present invention;
图2是根据本发明实施例的匹配滤波器的电路的示意图;2 is a schematic diagram of a circuit of a matched filter in accordance with an embodiment of the present invention;
图3是根据本发明实施例的用于心电测量的装置的另一示意性框图;3 is another schematic block diagram of an apparatus for electrocardiographic measurement in accordance with an embodiment of the present invention;
图4是根据本发明实施例的用于心电测量的装置的再一示意性框图;4 is still another schematic block diagram of an apparatus for electrocardiographic measurement according to an embodiment of the present invention;
图5是根据本发明实施例的用于心电测量的装置的再一示意性框图;FIG. 5 is still another schematic block diagram of an apparatus for electrocardiographic measurement according to an embodiment of the present invention; FIG.
图6是根据本发明实施例的用于心电测量的装置的再一示意性框图;6 is still another schematic block diagram of an apparatus for electrocardiographic measurement according to an embodiment of the present invention;
图7是根据本发明实施例的体重计的示意图;Figure 7 is a schematic illustration of a weight scale in accordance with an embodiment of the present invention;
图8是根据本发明实施例的用于心电测量的方法的示意性流程图。8 is a schematic flow chart of a method for electrocardiographic measurement in accordance with an embodiment of the present invention.
具体实施方式detailed description
下面将结合本发明实施例中的附图,对本发明实施例中的技术方案进行清楚、完整地描述,显然,所描述的实施例是本发明的一部分实施例,而不 是全部实施例。基于本发明中的实施例,本领域普通技术人员在没有做出创造性劳动的前提下所获得的所有其他实施例,都应属于本发明保护的范围。The technical solutions in the embodiments of the present invention will be clearly and completely described in the following with reference to the accompanying drawings in the embodiments of the present invention. It is obvious that the described embodiments are a part of the embodiments of the present invention, and It is all embodiments. All other embodiments obtained by those skilled in the art based on the embodiments of the present invention without creative efforts shall fall within the scope of the present invention.
为了方便理解本发明实施例,首先在此介绍一下心电测量的原理。心脏在机械性收缩之前,首先产生电激动,产生生物电流,由于心脏周围的组织和体液都能导电,所以生物电流会经组织和体液的传导至体表,在身体不同部位产生不同的电势变化,将两个电势传感器与身体表面的两个部位接触,可以用来感测这两个部位的电势差的变化,将这种电位差的变化记录下来形成的动态曲线即为心电图(Electrocardiogram,简称为“ECG”)。In order to facilitate the understanding of the embodiments of the present invention, the principle of electrocardiographic measurement is first introduced here. Before the mechanical contraction, the heart first produces electrical excitation, which generates bioelectric current. Since the tissue and body fluid around the heart can conduct electricity, the bioelectric current will be transmitted to the body surface through tissues and body fluids, and different potential changes will be generated in different parts of the body. The two potential sensors are in contact with the two parts of the body surface, and can be used to sense the change of the potential difference between the two parts. The dynamic curve formed by recording the change of the potential difference is an electrocardiogram (Electrocardiogram, referred to as "ECG").
可以理解的是,在本发明实施例中,电势传感器还可以称为“电极”或“心电电极”,可以采用目前常用的Ag/AgCl电极,本发明对此不作限定。It is to be understood that, in the embodiment of the present invention, the potential sensor may also be referred to as an "electrode" or an "electrocardiographic electrode", and the currently used Ag/AgCl electrode may be used, which is not limited in the present invention.
图1示出了根据本发明实施例的用于心电测量的装置,如图1所示,装置10包括:信号采集器11、模数转换器12和滤波器13,该模数转换器12与该信号采集器11电性连接,该滤波器13与该模数转换器12电性连接:1 shows an apparatus for electrocardiographic measurement according to an embodiment of the present invention. As shown in FIG. 1, the apparatus 10 includes a signal collector 11, an analog to digital converter 12, and a filter 13, the analog to digital converter 12 The signal collector 11 is electrically connected, and the filter 13 is electrically connected to the analog-to-digital converter 12:
该信号采集器11,用于获取模拟心电信号;The signal collector 11 is configured to acquire an analog ECG signal;
该模数转换器12,用于将该模拟心电信号转换为第一数字心电信号;The analog to digital converter 12 is configured to convert the analog ECG signal into a first digital ECG signal;
该滤波器13,用于滤除该第一数字心电信号中存在的由链路带来的干扰信号,得到第二数字心电信号,该链路为该信号采集器11与该滤波器13之间的链路。The filter 13 is configured to filter out an interference signal caused by the link existing in the first digital ECG signal to obtain a second digital ECG signal, where the link is the signal collector 11 and the filter 13 The link between.
一般地,信号采集器11获取到的模拟心电信号非常微弱,通常为微伏到毫伏量级,为了便于绘制心电波形,需要将心电信号进行放大,如图1所示,所述装置10还包括:信号放大器14,信号放大器14与信号采集器11和模数转换器12电性连接,用于将信号采集器11获取到的模拟心电信号进行放大处理,得到放大处理后的模拟心电信号。Generally, the analog ECG signal acquired by the signal collector 11 is very weak, usually on the order of microvolts to millivolts. In order to facilitate the drawing of the ECG waveform, the ECG signal needs to be amplified, as shown in FIG. The device 10 further includes a signal amplifier 14 electrically connected to the signal collector 11 and the analog-to-digital converter 12 for amplifying the analog ECG signal acquired by the signal collector 11 to obtain an amplified process. Simulate ECG signals.
并且进一步地,如图1所示,装置10还包括存储器15,用于存储信号采集器11获取的模拟心电信号、该第一数字心电信号和该第二数字心电信号。And further, as shown in FIG. 1, the device 10 further includes a memory 15 for storing the analog ECG signal acquired by the signal collector 11, the first digital ECG signal, and the second digital ECG signal.
可选地,作为一个例子,滤波器13为匹配滤波器,匹配滤波器的电路如图2所示,图2所示出的匹配滤波器包括N-1个延迟寄存器、N个乘法器和N个加法器,图2中X(n)-X(n-N+1)表示数字心电信号,h(0)-h(N-1)表示匹配滤波器的滤波系数,
Figure PCTCN2016092183-appb-000001
表示乘法器,
Figure PCTCN2016092183-appb-000002
表示加法器,Z-1表示延时寄存器,Y(n)表示经过匹配滤波器滤波之后输出的数字心电信号。
Optionally, as an example, the filter 13 is a matched filter, and the circuit of the matched filter is as shown in FIG. 2. The matched filter shown in FIG. 2 includes N-1 delay registers, N multipliers, and N. Adder, X(n)-X(n-N+1) in Fig. 2 represents a digital ECG signal, and h(0)-h(N-1) represents the filter coefficient of the matched filter.
Figure PCTCN2016092183-appb-000001
Represents a multiplier,
Figure PCTCN2016092183-appb-000002
Indicates the adder, Z -1 represents the delay register, and Y(n) represents the digital ECG signal output after filtering by the matched filter.
具体地,该N-1个延迟寄存器依次串联,该匹配滤波器的输入端与分别与第1个延迟寄存器的输入端和第1个乘法器的输入端相耦合,第i个延迟寄存器的输出端耦合到第i+1个乘法器的输入端,第i个乘法器的输出端耦合到第i个加法器的输入端,该N个加法器依次串联,第N个加法器的输出端与该匹配滤波器的输出端相耦合;其中,该第一数字心电信号从该匹配滤波器的输入端输入,该匹配滤波器输出的信号为该第二数字心电信号;i为1,2…N-1,N为大于1的正整数。也即,图2中的输出信号Y(n)可以用公式表示为:Y(n)=x(n)*h(0)+x(n-1)*h1+…+X(n-N+1)*h(N-1)。Specifically, the N-1 delay registers are sequentially connected in series, and the input end of the matched filter is coupled to the input end of the first delay register and the input end of the first multiplier, respectively, and the output of the i th delay register The end is coupled to the input of the i+1th multiplier, the output of the i th multiplier is coupled to the input of the i th adder, the N adders are connected in series, and the output of the Nth adder is An output of the matched filter is coupled; wherein the first digital ECG signal is input from an input end of the matched filter, and the signal output by the matched filter is the second digital ECG signal; i is 1, 2 ...N-1, N is a positive integer greater than one. That is, the output signal Y(n) in Fig. 2 can be expressed as: Y(n)=x(n)*h(0)+x(n-1)*h1+...+X(n-N+ 1) *h(N-1).
可以理解的是,图2中的匹配滤波器仅仅是一种示例,本发明实施例中的匹配滤波器还可以为现有技术中的其他形式的匹配滤波器,在此不再详述。It is to be understood that the matched filter in FIG. 2 is only an example. The matched filter in the embodiment of the present invention may also be other types of matched filters in the prior art, and will not be described in detail herein.
通常情况下,电路设计完成之后是固定的,因此在设计匹配滤波器时需要确定匹配滤波器的滤波系数,具体的方法可以是在信号采集器11处发射一个功率比较大的参考信号R1,在匹配滤波器的电路的开始位置处采集由参考信号R1生成的参考信号S1,通常将S1与R1之间的函数关系表示为公式(1):Usually, after the circuit design is completed, it is fixed. Therefore, when designing the matched filter, it is necessary to determine the filter coefficient of the matched filter. The specific method may be to transmit a relatively high reference signal R1 at the signal collector 11 at The reference signal S1 generated by the reference signal R1 is acquired at the beginning of the circuit of the matched filter, and the functional relationship between S1 and R1 is usually expressed as equation (1):
S1=H*R1   (1)S1=H*R1 (1)
其中,H表示从信号采集器11到匹配滤波器的电路的开始位置处的信道参数矩阵。Where H represents the channel parameter matrix at the beginning of the circuit from the signal collector 11 to the matched filter.
进一步地,根据公式(1)-(3)及最小二乘法可以得到滤波系数:Further, the filter coefficients can be obtained according to the formulas (1)-(3) and the least squares method:
H*=INV(A1T*A1)*A1T*S1   (2)H * =INV(A1 T *A1)*A1 T *S1 (2)
H**H=1   (3)H * *H=1 (3)
公式(2)中,H*表示H的逆矩阵,H*中的元素即为滤波系数,INV()表示矩阵的求逆运算,A1是将采集到的参考信号S1进行处理后得到的协方差矩阵,A1T表示A1的转置矩阵。In the formula (2), H * represents the inverse matrix of H, the elements in H * are the filter coefficients, INV() represents the inverse operation of the matrix, and A1 is the covariance obtained by processing the acquired reference signal S1. Matrix, A1 T represents the transposed matrix of A1.
通过匹配滤波器滤波处理后,在匹配滤波器的电路的末端,接收到的信号S’可以表示为公式(4):After the matched filter filtering process, at the end of the circuit of the matched filter, the received signal S' can be expressed as equation (4):
S’=R1*H*H*   (4)S'=R1*H*H * (4)
可以看出,在匹配滤波器的电路的末端接收到的信号即为原始的参考信号,由此,通过匹配滤波器对第一数字心电信号进行滤波理论上可以无损的得到采集到的心电信号,在实际应用场景中,可以得到具有高信噪比的心电 信号。It can be seen that the signal received at the end of the circuit of the matched filter is the original reference signal, whereby the first digital ECG signal is filtered by the matched filter, and the collected ECG can be obtained theoretically without loss. Signal, in the actual application scenario, can get ECG with high signal to noise ratio signal.
需要说明的是,本发明实施例中的滤波器的形态不局限于线性滤波器,还可以为其他形态的非线性滤波器,上文中所述的通过发射参考信号的方式确定滤波系数的方法同样适用于非线性滤波器的滤波系数的确定。It should be noted that the form of the filter in the embodiment of the present invention is not limited to the linear filter, and may be a non-linear filter of other forms. The method for determining the filter coefficient by transmitting the reference signal as described above is also the same. Determination of the filter coefficients for a nonlinear filter.
进一步地,信号采集器11获取到的被测者的模拟心电信号中还可能包括人体的肌电信号、呼吸信号等干扰信号,所以可以在匹配滤波器之后增加一个普通的滤波电路(低通滤波电路),滤除肌电信号、呼吸信号等干扰信号。Further, the simulated electrocardiographic signal acquired by the signal collector 11 may further include an interference signal such as a myoelectric signal and a respiratory signal of the human body, so an ordinary filter circuit (low pass) may be added after the matched filter. Filter circuit), filtering out interference signals such as myoelectric signals and respiratory signals.
并且,可以对经过滤波器13之后的数字心电信号进行小波去噪处理,具体小波去噪的实现方式可以根据实际需要选择,本发明对此不作限定。Moreover, the wavelet denoising process can be performed on the digital electrocardiographic signal after the filter 13. The implementation of the specific wavelet denoising can be selected according to actual needs, which is not limited by the present invention.
可选地,作为一个例子,如图3所示,信号采集器11包括第一电势传感器111和第二电势传感器112,该信号采集器11具体通过第一电势传感器111和第二电势传感器112感测第一位置和第二位置的电势差的变化,获取模拟心电信号。Optionally, as an example, as shown in FIG. 3, the signal collector 11 includes a first potential sensor 111 and a second potential sensor 112, and the signal collector 11 specifically passes through the first potential sensor 111 and the second potential sensor 112. A change in the potential difference between the first position and the second position is measured to obtain an analog ECG signal.
可选地,作为一个例子,如图4所示,装置10还可以包括音频电路16和扬声器161,音频电路16与信号采集器11电性连接,音频电路16可以将接收到的音频数据转换后的电信号传输到扬声器161,由扬声器161转换为声音信号输出,由此装置10可以通过语音提示方式告知被测者心电测量成功与否,例如,如果信号采集器11成功获取到被测者的心电信号,扬声器161可以发出“测量成功”的提示音,如果信号采集器11没有成功获取到被测者的心电信号,扬声器161可以发出“测量失败,请重新测量”的提示音,被测者根据提示音即可判断是否测量成功。Optionally, as an example, as shown in FIG. 4, the device 10 may further include an audio circuit 16 and a speaker 161. The audio circuit 16 is electrically connected to the signal collector 11, and the audio circuit 16 may convert the received audio data. The electrical signal is transmitted to the speaker 161 and converted into a sound signal output by the speaker 161, whereby the device 10 can inform the testee of the success or failure of the electrocardiogram by voice prompting, for example, if the signal collector 11 successfully acquires the subject The electrocardiographic signal, the speaker 161 can emit a "successful measurement" prompt sound, if the signal collector 11 does not successfully acquire the electrocardiographic signal of the test subject, the speaker 161 can issue a "measurement failed, please re-measure" prompt tone, The subject can judge whether the measurement is successful according to the prompt tone.
可选地,作为一个例子,如图5所示,装置10还包括显示器17,显示器17与信号采集器11、滤波器13电性连接,显示器17可以为液晶显示器(Liquid Crystal Display,简称为“LCD”),显示器17上设置有测量提示灯171(可以为发光二极管),当信号采集器11成功获取到被测者的心电信号时,测量提示灯171亮,告知被测量者信号采集成功,被测量者可以停止与装置10的接触。如果在被测者停止与装置10接触时,信号采集器11还没有成功获取到被测量者的心电信号,测量指示灯171发出警告信号(例如,测量提示灯171一直处于闪亮的状态),提示被测量者重新与装置10进行接触完成测量。 Optionally, as an example, as shown in FIG. 5, the device 10 further includes a display 17. The display 17 is electrically connected to the signal collector 11 and the filter 13. The display 17 can be a liquid crystal display (referred to as a liquid crystal display). LCD"), the display 17 is provided with a measurement prompt light 171 (which may be a light-emitting diode). When the signal collector 11 successfully acquires the electrocardiographic signal of the test subject, the measurement prompt light 171 is illuminated to inform the measured person that the signal is successfully collected. The person being measured can stop contact with the device 10. If the signal collector 11 has not successfully acquired the ECG signal of the measured person when the subject stops contacting the device 10, the measurement indicator 171 issues a warning signal (for example, the measurement indicator lamp 171 is always in a flashing state). The prompting person is re-contacted with the device 10 to complete the measurement.
或者,当被测者与装置10接触时,显示器17上开始显示测量时间倒计时,例如,如果信号采集器11成功采集被测者的心电信号需要5s的时间,当被测者与装置10接触时,显示器17从5开始倒计时,当显示的数字为0时,表示信号采集器11已经成功获取到被测者的心电信号。Alternatively, when the subject is in contact with the device 10, the measurement time countdown starts to be displayed on the display 17, for example, if the signal collector 11 successfully acquires the electrocardiographic signal of the subject, it takes 5 seconds, when the subject contacts the device 10. At the same time, the display 17 counts down from 5, and when the displayed number is 0, it indicates that the signal collector 11 has successfully acquired the ECG signal of the subject.
进一步地,显示器17还用于向用户呈现第二数字心电信号对应的心电波形。Further, the display 17 is further configured to present to the user an electrocardiographic waveform corresponding to the second digital electrocardiographic signal.
图6示出了根据本发明实施例的装置10的再一示意性框图,如图6所示,装置10还包括:蓝牙模块18。由此装置10可以通过蓝牙模块18与移动终端进行配对连接,移动终端可以为智能手机、平板电脑或笔记本电脑等。装置10与移动终端进行连接后,通过蓝牙模块18将第二数字心电信号传送至移动终端,移动终端存储该第二数字心电信号,并通过专业的软件分析该第二数字心电信号,基于该第二数字心电信号生成心电波形,并在显示屏上显示该心电波形。移动终端中可以事先存储标准的心电波形,在移动终端生成心电波形后,将生成的心电波形与标准的心电波形进行对比,根据对比结果判断被测者的健康状况。FIG. 6 shows still another schematic block diagram of a device 10 according to an embodiment of the present invention. As shown in FIG. 6, the device 10 further includes: a Bluetooth module 18. Therefore, the device 10 can be paired with the mobile terminal through the Bluetooth module 18, and the mobile terminal can be a smart phone, a tablet computer or a notebook computer. After the device 10 is connected to the mobile terminal, the second digital ECG signal is transmitted to the mobile terminal through the Bluetooth module 18, the mobile terminal stores the second digital ECG signal, and the second digital ECG signal is analyzed by professional software. An electrocardiographic waveform is generated based on the second digital electrocardiographic signal, and the electrocardiographic waveform is displayed on a display screen. The standard ECG waveform can be stored in advance in the mobile terminal. After the ECG waveform is generated by the mobile terminal, the generated ECG waveform is compared with the standard ECG waveform, and the health condition of the test subject is judged according to the comparison result.
可选地,作为一个例子,如图6所示,装置10还包括:串行总线(Universal Serial Bus,简称为“USB”)模块19,装置10可以通过USB模块19根据USB连接协议与移动终端进行连接,将第二数字心电信号传输至移动终端,以便于移动终端对接收到的数字心电信号进行处理。Optionally, as an example, as shown in FIG. 6, the device 10 further includes: a serial bus (Universal Serial Bus, "USB") module 19, and the device 10 can communicate with the mobile terminal according to the USB connection protocol through the USB module 19. A connection is made to transmit a second digital ECG signal to the mobile terminal, so that the mobile terminal processes the received digital ECG signal.
本领域技术人员可以理解,图1至图6中示出的装置10的结构并不构成对装置10的限定,可以包括比图示更多或更少的部件,或者组合某些部件,或者不同的部件布置。例如,装置10还可以包括用于给装置10的各个部件供电的电源、无线保真(Wireless Fidelity,简称为“WiFi”)模块等。It will be understood by those skilled in the art that the structure of the device 10 illustrated in Figures 1 to 6 does not constitute a limitation to the device 10, may include more or fewer components than those illustrated, or may combine certain components, or different Parts layout. For example, device 10 may also include a power source, a Wireless Fidelity ("WiFi") module, etc. for powering various components of device 10.
作为一个具体的例子,装置10为图7所示的体重计,体重计包括壳体,第一电势传感器111位于壳体上的左脚掌位置处,第二电势传感器112位于壳体上的右脚掌位置处,当被测者的双脚站到体重计的相应位置时,体重计启动测量,通过第一电势传感器111和第二电势传感器112感应被测者双脚之间的电势差的变化获取到被测者的心电信号。或者,装置10上设置有测量启动开关,当被测者双脚站到装置10的相应位置时,被测者手动打开体装置10上的测量开关,开始测量被测者的心电信号。可以理解的是,如果装置10不是体重计,第一电势传感器111和第二电势传感器112的位置可 以放置在任何便于与被测者身体接触的位置。As a specific example, the device 10 is the scale shown in FIG. 7, the scale includes a housing, the first potential sensor 111 is located at the left foot position on the housing, and the second potential sensor 112 is located on the right foot of the housing. At the position, when the test subject's feet stand at the corresponding position of the weight scale, the weight scale starts the measurement, and the first potential sensor 111 and the second potential sensor 112 sense the change of the potential difference between the feet of the testee. The ECG signal of the subject. Alternatively, the device 10 is provided with a measurement start switch. When the testee's feet stand at the corresponding position of the device 10, the test subject manually opens the measurement switch on the body device 10 to start measuring the ECG signal of the test subject. It can be understood that if the device 10 is not a weight scale, the positions of the first potential sensor 111 and the second potential sensor 112 can be Place it in any position that is convenient for contact with the subject's body.
可选地,如图7所示出的,体重计还可以包括显示器17,显示器17上设置有测量提示灯171,显示器17和测量指示灯171的具体工作方法与上文中的描述相同,在此不再赘述。Optionally, as shown in FIG. 7 , the weight scale may further include a display 17 on which the measurement prompt light 171 is disposed, and the specific working method of the display 17 and the measurement indicator light 171 is the same as described above. No longer.
以上结合图1至图7详细描述了根据本发明实施例的用于心电测量的装置,上述用于心电测量的装置10可以执行以下用于心电测量的方法1000,如图8所示,方法1000包括:The apparatus for electrocardiographic measurement according to an embodiment of the present invention is described in detail above with reference to FIGS. 1 through 7, and the apparatus 10 for electrocardiographic measurement described above may perform the following method 1000 for electrocardiographic measurement, as shown in FIG. , method 1000 includes:
S1100,获取模拟心电信号;S1100, obtaining an analog ECG signal;
S1200,将该模拟心电信号转换为第一数字心电信号;S1200, converting the analog ECG signal into a first digital ECG signal;
S1300,滤除该第一数字心电信号中存在的由链路带来的干扰信号,得到第二数字心电信号,该链路为获取该模拟心电信号的位置与滤除该第一数字心电信号中存在的由链路带来的干扰信号的位置之间的链路。S1300, filtering out an interference signal caused by the link existing in the first digital ECG signal to obtain a second digital ECG signal, where the link is to obtain a position of the analog ECG signal and filter the first digit The link between the locations of the interfering signals present by the link present in the ECG signal.
在本发明实施例中,可选地,该滤除该第一数字心电信号中存在的由链路带来的干扰信号,包括:采用匹配滤波器滤除该第一数字心电信号中存在的由链路带来的干扰信号,该匹配滤波器的滤波系数是根据在获取该模拟心电信号的位置处发射的第一参考信号、在该匹配滤波器的位置处接收到的由该第一信号产生的第二参考信号之间的函数关系和最小二乘法确定的。In the embodiment of the present invention, optionally, filtering the interference signal caused by the link existing in the first digital ECG signal includes: filtering the first digital ECG signal by using a matched filter An interference signal brought by the link, the filter coefficient of the matched filter is received by the first reference signal transmitted at a position of the analog ECG signal, at the position of the matched filter A functional relationship between a second reference signal produced by a signal and a least squares method.
在本发明实施例中,可选地,该匹配滤波器包括N-1个延迟寄存器、N个乘法器和N个加法器;其中,该N-1个延迟寄存器依次串联,该匹配滤波器的输入端与分别与第1个延迟寄存器的输入端和第1个乘法器的输入端相耦合,第i个延迟寄存器的输出端耦合到第i+1个乘法器的输入端,第i个乘法器的输出端耦合到第i个加法器的输入端,该N个加法器依次串联,第N个加法器的输出端与该匹配滤波器的输出端相耦合;其中,该第一数字心电信号从该匹配滤波器的输入端输入,该匹配滤波器输出的信号为该第二数字心电信号;i为1,2…N-1,N为大于1的正整数。In an embodiment of the present invention, optionally, the matched filter includes N-1 delay registers, N multipliers, and N adders; wherein the N-1 delay registers are sequentially connected in series, and the matched filter is The input end is coupled to the input of the first delay register and the input of the first multiplier, respectively, and the output of the i th delay register is coupled to the input of the i+1th multiplier, the ith multiplication The output of the device is coupled to the input of the i-th adder, the N adders are connected in series, and the output of the Nth adder is coupled to the output of the matched filter; wherein the first digital electrocardiogram A signal is input from an input of the matched filter, and the signal output by the matched filter is the second digital ECG signal; i is 1, 2...N-1, and N is a positive integer greater than one.
在本发明实施例中,可选地,S1100具体为:通过感测第一位置和第二位置之间的电势差的变化,获取该模拟心电信号。In the embodiment of the present invention, optionally, the S1100 is specifically configured to: acquire the simulated ECG signal by sensing a change in a potential difference between the first location and the second location.
在本发明实施例中,可选地,该方法还包括:将该模拟心电信号进行放大处理,得到放大处理后的模拟心电信号;In an embodiment of the present invention, optionally, the method further includes: performing amplification processing on the analog ECG signal to obtain an analog ECG signal after the amplification process;
其中,S1200具体为:将该放大处理后的模拟心电信号转换为第一数字心电信号。 The S1200 is specifically configured to: convert the amplified analog electrocardiographic signal into a first digital electrocardiographic signal.
在本发明实施例中,可选地,该方法还包括:存储该模拟心电信号、该第一数字心电信号和该第二数字心电信号。In an embodiment of the present invention, optionally, the method further includes: storing the analog ECG signal, the first digital ECG signal, and the second digital ECG signal.
在本发明实施例中,可选地,该方法还包括:向用户呈现该第二数字心电信号对应的心电波形。In an embodiment of the present invention, optionally, the method further includes: presenting, to the user, an ECG waveform corresponding to the second digital ECG signal.
在本发明实施例中,可选地,向用户呈现第二数字信号对应的心电波形具体可以是:将该第二数字心电信号通过蓝牙协议传送至移动终端,以便于该移动终端存储该第二数字心电信号,并向用户呈现该第二数字心电信号对应的心电波形。In the embodiment of the present invention, optionally, the presenting the ECG waveform corresponding to the second digital signal to the user may be: transmitting the second digital ECG signal to the mobile terminal by using a Bluetooth protocol, so that the mobile terminal stores the And a second digital ECG signal, and presenting to the user an ECG waveform corresponding to the second digital ECG signal.
在本发明实施例中,可选地,向用户呈现第二数字信号对应的心电波形具体可以是:根据通用串行总线USB连接协议将该第二数字心电信号输出至移动终端,以便于该移动终端存储该第二数字心电信号,并向用户呈现该第二数字心电信号对应的心电波形。In the embodiment of the present invention, optionally, the presenting the ECG waveform corresponding to the second digital signal to the user may be: outputting the second digital ECG signal to the mobile terminal according to the universal serial bus USB connection protocol, so as to facilitate The mobile terminal stores the second digital ECG signal and presents the user with an ECG waveform corresponding to the second digital ECG signal.
因此,根据本发明实施例的用于心电测量的方法,对采集到的模拟心电信号转换成的数字心电信号进行滤波处理,滤除硬件链路带来的干扰信号,提高信号的准确度,使得在导联数量较少的情况下也能成功实现心电测量,由此可以使装置具有较小的体积,使心电测量进入普通家庭,为家庭用户带来日常家庭保健。Therefore, according to the method for electrocardiographic measurement according to the embodiment of the invention, the digital electrocardiographic signal converted into the simulated analog electrocardiographic signal is filtered, the interference signal brought by the hardware link is filtered out, and the signal is improved. The degree of ECG measurement can be successfully achieved even in the case of a small number of leads, thereby enabling the device to have a small volume, enabling ECG measurement to enter an ordinary household, and bringing daily home care to the home user.
本领域普通技术人员可以意识到,结合本文中所公开的实施例描述的各示例的单元及算法步骤,能够以电子硬件、或者计算机软件和电子硬件的结合来实现。这些功能究竟以硬件还是软件方式来执行,取决于技术方案的特定应用和设计约束条件。专业技术人员可以对每个特定的应用来使用不同方法来实现所描述的功能,但是这种实现不应认为超出本发明的范围。Those of ordinary skill in the art will appreciate that the elements and algorithm steps of the various examples described in connection with the embodiments disclosed herein can be implemented in electronic hardware or a combination of computer software and electronic hardware. Whether these functions are performed in hardware or software depends on the specific application and design constraints of the solution. A person skilled in the art can use different methods for implementing the described functions for each particular application, but such implementation should not be considered to be beyond the scope of the present invention.
所属领域的技术人员可以清楚地了解到,为描述的方便和简洁,上述描述的系统、装置和单元的具体工作过程,可以参考前述方法实施例中的对应过程,在此不再赘述。A person skilled in the art can clearly understand that for the convenience and brevity of the description, the specific working process of the system, the device and the unit described above can refer to the corresponding process in the foregoing method embodiment, and details are not described herein again.
在本申请所提供的几个实施例中,应该理解到,所揭露的系统、装置和方法,可以通过其它的方式实现。例如,以上所描述的装置实施例仅仅是示意性的,例如,所述单元的划分,仅仅为一种逻辑功能划分,实际实现时可以有另外的划分方式,例如多个单元或组件可以结合或者可以集成到另一个系统,或一些特征可以忽略,或不执行。另一点,所显示或讨论的相互之间的耦合或直接耦合或通信连接可以是通过一些接口,装置或单元的间接耦合 或通信连接,可以是电性,机械或其它的形式。In the several embodiments provided by the present application, it should be understood that the disclosed systems, devices, and methods may be implemented in other manners. For example, the device embodiments described above are merely illustrative. For example, the division of the unit is only a logical function division. In actual implementation, there may be another division manner, for example, multiple units or components may be combined or Can be integrated into another system, or some features can be ignored or not executed. In addition, the mutual coupling or direct coupling or communication connection shown or discussed may be indirect coupling through some interface, device or unit. Or a communication connection, which may be in electrical, mechanical or other form.
所述作为分离部件说明的单元可以是或者也可以不是物理上分开的,作为单元显示的部件可以是或者也可以不是物理单元,即可以位于一个地方,或者也可以分布到多个网络单元上。可以根据实际的需要选择其中的部分或者全部单元来实现本实施例方案的目的。The units described as separate components may or may not be physically separated, and the components displayed as units may or may not be physical units, that is, may be located in one place, or may be distributed to multiple network units. Some or all of the units may be selected according to actual needs to achieve the purpose of the solution of the embodiment.
另外,在本发明各个实施例中的各功能单元可以集成在一个处理单元中,也可以是各个单元单独物理存在,也可以两个或两个以上单元集成在一个单元中。In addition, each functional unit in each embodiment of the present invention may be integrated into one processing unit, or each unit may exist physically separately, or two or more units may be integrated into one unit.
所述功能如果以软件功能单元的形式实现并作为独立的产品销售或使用时,可以存储在一个计算机可读取存储介质中。基于这样的理解,本发明的技术方案本质上或者说对现有技术做出贡献的部分或者该技术方案的部分可以以软件产品的形式体现出来,该计算机软件产品存储在一个存储介质中,包括若干指令用以使得一台计算机设备(可以是个人计算机,服务器,或者网络设备等)执行本发明各个实施例所述方法的全部或部分步骤。而前述的存储介质包括:U盘、移动硬盘、只读存储器(ROM,Read-Only Memory)、随机存取存储器(RAM,Random Access Memory)、磁碟或者光盘等各种可以存储程序代码的介质。The functions may be stored in a computer readable storage medium if implemented in the form of a software functional unit and sold or used as a standalone product. Based on such understanding, the technical solution of the present invention, which is essential or contributes to the prior art, or a part of the technical solution, may be embodied in the form of a software product, which is stored in a storage medium, including The instructions are used to cause a computer device (which may be a personal computer, server, or network device, etc.) to perform all or part of the steps of the methods described in various embodiments of the present invention. The foregoing storage medium includes: a U disk, a mobile hard disk, a read-only memory (ROM), a random access memory (RAM), a magnetic disk, or an optical disk, and the like. .
以上所述,仅为本发明的具体实施方式,但本发明的保护范围并不局限于此,任何熟悉本技术领域的技术人员在本发明揭露的技术范围内,可轻易想到变化或替换,都应涵盖在本发明的保护范围之内。因此,本发明的保护范围应所述以权利要求的保护范围为准。 The above is only a specific embodiment of the present invention, but the scope of the present invention is not limited thereto, and any person skilled in the art can easily think of changes or substitutions within the technical scope of the present invention. It should be covered by the scope of the present invention. Therefore, the scope of the invention should be determined by the scope of the claims.

Claims (12)

  1. 一种用于心电测量的装置,其特征在于,所述装置包括:信号采集器、模数转换器和滤波器,所述信号采集器与所述模数转换器电性连接,所述模数转换器与所述滤波器电性连接;An apparatus for electrocardiographic measurement, the apparatus comprising: a signal collector, an analog to digital converter, and a filter, the signal collector being electrically connected to the analog to digital converter, the module a digital converter electrically connected to the filter;
    其中,所述信号采集器,用于获取模拟心电信号;The signal collector is configured to acquire an analog ECG signal;
    所述模数转换器,用于将所述模拟心电信号转换为第一数字心电信号;The analog to digital converter is configured to convert the analog ECG signal into a first digital ECG signal;
    所述滤波器,用于滤除所述第一数字心电信号中存在的由链路带来的干扰信号,得到第二数字心电信号,所述链路为所述信号采集器与所述滤波器之间的链路。The filter is configured to filter out an interference signal caused by the link existing in the first digital ECG signal to obtain a second digital ECG signal, where the link is the signal collector and the The link between the filters.
  2. 根据权利要求1所述的装置,其特征在于,所述滤波器为匹配滤波器,所述滤波器的滤波系数是根据在所述信号采集器的位置处发射的第一参考信号、在所述滤波器的位置处接收到的由所述第一信号产生的第二参考信号之间的函数关系和最小二乘法确定的。The apparatus of claim 1 wherein said filter is a matched filter, said filter coefficients of said filter being based on a first reference signal transmitted at a location of said signal collector, said A functional relationship between the second reference signal generated by the first signal received at the location of the filter and a least squares method is determined.
  3. 根据权利要求2所述的装置,其特征在于,所述匹配滤波器包括N-1个延迟寄存器、N个乘法器和N个加法器;The apparatus according to claim 2, wherein said matched filter comprises N-1 delay registers, N multipliers, and N adders;
    其中,所述N-1个延迟寄存器依次串联,所述匹配滤波器的输入端与分别与第1个延迟寄存器的输入端和第1个乘法器的输入端相耦合,第i个延迟寄存器的输出端耦合到第i+1个乘法器的输入端,第i个乘法器的输出端耦合到第i个加法器的输入端,所述N个加法器依次串联,第N个加法器的输出端与所述匹配滤波器的输出端相耦合;The N-1 delay registers are sequentially connected in series, and the input ends of the matched filters are respectively coupled to the input ends of the first delay register and the input end of the first multiplier, and the i-th delay register is The output is coupled to the input of the i+1th multiplier, the output of the i-th multiplier being coupled to the input of the i-th adder, the N adders being connected in series, the output of the Nth adder An end coupled to an output of the matched filter;
    其中,所述第一数字心电信号从所述匹配滤波器的输入端输入,所述匹配滤波器输出的信号为所述第二数字心电信号;The first digital electrocardiographic signal is input from an input end of the matched filter, and the signal output by the matched filter is the second digital electrocardiographic signal;
    i为1,2…N-1,N为大于1的正整数。i is 1, 2...N-1, and N is a positive integer greater than one.
  4. 根据权利要求1至3中任一项所述的装置,其特征在于,所述信号采集器包括第一电势传感器和第二电势传感器,所述信号采集器具体用于:The apparatus according to any one of claims 1 to 3, wherein the signal collector comprises a first potential sensor and a second potential sensor, the signal collector being specifically configured to:
    通过所述第一电势传感器和所述第二电势传感器感测第一位置和第二位置之间电势差的变化获取所述模拟心电信号。The simulated electrocardiographic signal is acquired by the first potential sensor and the second potential sensor sensing a change in potential difference between the first position and the second position.
  5. 根据权利要求1至4中任一项所述的装置,其特征在于,所述装置还包括信号放大器,所述信号放大器与所述信号采集器和所述模数转换器电性连接;The apparatus according to any one of claims 1 to 4, further comprising a signal amplifier, the signal amplifier being electrically connected to the signal collector and the analog to digital converter;
    所述信号放大器,用于将所述模拟心电信号进行放大处理,得到放大处 理后的模拟心电信号;The signal amplifier is configured to amplify the analog electrocardiographic signal to obtain an amplification Simulated ECG signal;
    其中,所述模数转换器具体用于:将所述放大处理后的模拟心电信号转换为第一数字心电信号。The analog-to-digital converter is specifically configured to: convert the amplified analog electrocardiographic signal into a first digital electrocardiographic signal.
  6. 根据权利要求1至5中任一项所述的装置,其特征在于,所述装置还包括存储器,所述存储器与所述信号采集器、所述模数转换器和所述滤波器电性连接;Apparatus according to any one of claims 1 to 5, further comprising a memory electrically coupled to said signal collector, said analog to digital converter and said filter ;
    所述存储器,用于存储所述模拟心电信号、所述第一数字心电信号和所述第二数字心电信号。The memory is configured to store the analog ECG signal, the first digital ECG signal, and the second digital ECG signal.
  7. 根据权利要求1至6中任一项所述的装置,其特征在于,所述装置还包括显示器;Apparatus according to any one of claims 1 to 6 wherein said apparatus further comprises a display;
    所述显示器,用于向用户呈现所述第二数字心电信号对应的心电波形。The display is configured to present to the user an electrocardiographic waveform corresponding to the second digital electrocardiographic signal.
  8. 根据权利要求1至6中任一项所述的装置,其特征在于,所述装置还包括蓝牙模块,所述蓝牙模块与所述滤波器电性连接;The device according to any one of claims 1 to 6, wherein the device further comprises a Bluetooth module, and the Bluetooth module is electrically connected to the filter;
    所述蓝牙模块,用于将所述第二数字心电信号通过蓝牙协议传送至移动终端,以便于所述移动终端存储所述第二数字心电信号,并向用户呈现所述第二数字心电信号对应的心电波形。The Bluetooth module is configured to transmit the second digital ECG signal to the mobile terminal by using a Bluetooth protocol, so that the mobile terminal stores the second digital ECG signal and presents the second digital heart to a user The ECG waveform corresponding to the electrical signal.
  9. 根据权利要求1至6中任一项所述的装置,其特征在于,所述装置包括通用串行总线USB模块,所述USB模块与所述滤波器电性连接;The device according to any one of claims 1 to 6, wherein the device comprises a universal serial bus USB module, and the USB module is electrically connected to the filter;
    所述USB模块,用于根据USB连接协议将所述第二数字心电信号输出至移动终端,以便于所述移动终端存储所述第二数字心电信号,并向用户呈现所述第二数字心电信号对应的心电波形。The USB module is configured to output the second digital ECG signal to the mobile terminal according to a USB connection protocol, so that the mobile terminal stores the second digital ECG signal and presents the second number to a user The ECG waveform corresponding to the ECG signal.
  10. 根据权利要求4所述的装置,其特征在于,所述装置为体重计,所述体重计还包括壳体,所述第一电势传感器位于所述壳体的表面上与被测者的左脚掌对应的位置处,所述第二电势传感器位于所述壳体的表面上与被测者的右脚掌对应的位置处。The device according to claim 4, wherein said device is a weight scale, said weight scale further comprising a housing, said first potential sensor being located on a surface of said housing and a left foot of said subject At a corresponding position, the second potential sensor is located at a position on the surface of the housing corresponding to the right foot of the subject.
  11. 一种用于心电测量的方法,其特征在于,所述方法包括:A method for electrocardiographic measurement, the method comprising:
    获取模拟心电信号;Acquire an analog ECG signal;
    将所述模拟心电信号转换为第一数字心电信号;Converting the analog ECG signal into a first digital ECG signal;
    滤除所述第一数字心电信号中存在的由链路带来的干扰信号,得到第二数字心电信号,所述链路为获取所述模拟心电信号的位置与滤除所述第一数字心电信号中存在的由链路带来的干扰信号的位置之间的链路。 Filtering an interference signal caused by the link existing in the first digital ECG signal to obtain a second digital ECG signal, where the link is a position for acquiring the analog ECG signal and filtering the first A link between the locations of the interfering signals present by the link present in a digital ECG signal.
  12. 根据权利要求11所述的方法,其特征在于,所述滤除所述第一数字心电信号中存在的由链路带来的干扰信号,包括:The method according to claim 11, wherein the filtering out the interference signal caused by the link existing in the first digital ECG signal comprises:
    采用匹配滤波器滤除所述第一数字心电信号中存在的由链路带来的干扰信号,所述匹配滤波器的滤波系数是根据在获取所述模拟心电信号的位置处发射的第一参考信号、在所述匹配滤波器的位置处接收到的由所述第一信号产生的第二参考信号之间的函数关系和最小二乘法确定的。 And filtering, by using a matched filter, an interference signal caused by the link existing in the first digital electrocardiographic signal, where a filter coefficient of the matched filter is transmitted according to a position at which the analog ECG signal is acquired A reference signal, a functional relationship between the second reference signal generated by the first signal received at the location of the matched filter, and a least squares method.
PCT/CN2016/092183 2016-07-29 2016-07-29 Device and method for measuring electrocardiogram WO2018018570A1 (en)

Priority Applications (2)

Application Number Priority Date Filing Date Title
PCT/CN2016/092183 WO2018018570A1 (en) 2016-07-29 2016-07-29 Device and method for measuring electrocardiogram
CN201680080697.5A CN108601544B (en) 2016-07-29 2016-07-29 Device and method for electrocardiographic measurement

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/CN2016/092183 WO2018018570A1 (en) 2016-07-29 2016-07-29 Device and method for measuring electrocardiogram

Publications (1)

Publication Number Publication Date
WO2018018570A1 true WO2018018570A1 (en) 2018-02-01

Family

ID=61015649

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/CN2016/092183 WO2018018570A1 (en) 2016-07-29 2016-07-29 Device and method for measuring electrocardiogram

Country Status (2)

Country Link
CN (1) CN108601544B (en)
WO (1) WO2018018570A1 (en)

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108542379A (en) * 2018-06-01 2018-09-18 北京卓冉科技有限公司 Heart early-warning apparatus
CN109876255A (en) * 2019-03-21 2019-06-14 南京市江宁医院 A kind of first aid Combined integrated machine
CN110523000A (en) * 2019-08-06 2019-12-03 深圳市理邦精密仪器股份有限公司 A kind of EGC analog device

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112603327B (en) * 2019-12-18 2022-03-11 华为技术有限公司 Electrocardiosignal detection method, device, terminal and storage medium

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20070078353A1 (en) * 2005-10-04 2007-04-05 Welch Allyn, Inc. Method and apparatus for removing baseline wander from an ECG signal
CN101848677A (en) * 2007-09-26 2010-09-29 麦德托尼克公司 Frequency selective monitoring of physiological signals
CN102100553A (en) * 2009-12-18 2011-06-22 中国科学院沈阳自动化研究所 Method for detecting gastric electrogram slow wave signals on the basis of RLS adaptive filter
CN104825154A (en) * 2014-02-06 2015-08-12 Imec非营利协会 System and method for acquisition of biopotential signals with motion artifact reduction in real time operation
CN105615872A (en) * 2016-03-21 2016-06-01 缤刻普锐(北京)科技有限责任公司 Device for measuring human body information

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20070078353A1 (en) * 2005-10-04 2007-04-05 Welch Allyn, Inc. Method and apparatus for removing baseline wander from an ECG signal
CN101848677A (en) * 2007-09-26 2010-09-29 麦德托尼克公司 Frequency selective monitoring of physiological signals
CN102100553A (en) * 2009-12-18 2011-06-22 中国科学院沈阳自动化研究所 Method for detecting gastric electrogram slow wave signals on the basis of RLS adaptive filter
CN104825154A (en) * 2014-02-06 2015-08-12 Imec非营利协会 System and method for acquisition of biopotential signals with motion artifact reduction in real time operation
CN105615872A (en) * 2016-03-21 2016-06-01 缤刻普锐(北京)科技有限责任公司 Device for measuring human body information

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
BIAN, YUPING ET AL.: "AMethod Base on Least Square Algorithm for Discriminating Artifacts in Dynamic Electrocardiogram Signals", JOURNAL OF BIOMEDICAL ENGINEERING, vol. 24, no. 5, 25 October 2007 (2007-10-25), pages 1031 - 1035, ISSN: 1001-5515 *

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108542379A (en) * 2018-06-01 2018-09-18 北京卓冉科技有限公司 Heart early-warning apparatus
CN109876255A (en) * 2019-03-21 2019-06-14 南京市江宁医院 A kind of first aid Combined integrated machine
CN110523000A (en) * 2019-08-06 2019-12-03 深圳市理邦精密仪器股份有限公司 A kind of EGC analog device
CN110523000B (en) * 2019-08-06 2023-07-28 深圳市理邦精密仪器股份有限公司 Electrocardiogram simulation device

Also Published As

Publication number Publication date
CN108601544B (en) 2021-02-19
CN108601544A (en) 2018-09-28

Similar Documents

Publication Publication Date Title
US11931156B2 (en) Electrocardiogram measurement apparatus
JP6219942B2 (en) Real-time QRS period measurement in ECG
Gifari et al. Design of ECG Homecare: 12-lead ECG acquisition using single channel ECG device developed on AD8232 analog front end
JP6181146B2 (en) Real-time QRS detection using adaptive threshold
Taji et al. Impact of skin–electrode interface on electrocardiogram measurements using conductive textile electrodes
TWI316401B (en) Earphone sensor system for measuring electrocardiogram signals
KR101800706B1 (en) Apparatus, unit measurer and method for measuring biological signal without noise
Randazzo et al. ECG WATCH: a real time wireless wearable ECG
WO2018018570A1 (en) Device and method for measuring electrocardiogram
KR101012810B1 (en) Apparatus and Methods for single-channel portable wireless ECG monitoring device
JP7277970B2 (en) Electrocardiogram measurement method and system using wearable device
KR101843083B1 (en) Apparatus and method for measuring biological including multiple unit measurer
TW201831138A (en) Method and device for measuring blood pressure
Azucena et al. Design and implementation of a simple portable biomedical electronic device to diagnose cardiac arrhythmias
KR102213513B1 (en) Electrocardiography Device
CN104188651A (en) Electrocardiogram monitoring device and control method of electrocardiogram monitoring device
KR102389907B1 (en) Method and system for measuring electrocardiogram using wearable device
KR102269411B1 (en) Electrocardiography Device
CN204810363U (en) Take cell -phone of test electrode
CN203059679U (en) Portable type electrocardiogram measuring system
Yadav et al. Real Time Acquisition and Analysis of ECG signals using MATLAB
KR20050008972A (en) portable apparatus with a bio-measurement instrument
Ge et al. ECG Circuit: Analyzation and Application
Taji Reconstruction of ECG signals acquired with Conductive Textile Electrodes
Rosner et al. HeartFelt-Replicable and accurate ECG sensor architecture for real-time remote monitoring

Legal Events

Date Code Title Description
121 Ep: the epo has been informed by wipo that ep was designated in this application

Ref document number: 16910151

Country of ref document: EP

Kind code of ref document: A1

NENP Non-entry into the national phase

Ref country code: DE

122 Ep: pct application non-entry in european phase

Ref document number: 16910151

Country of ref document: EP

Kind code of ref document: A1